کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1356777 981159 2008 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
New QSAR combined strategy for the design of A1 adenosine receptor agonists
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آلی
پیش نمایش صفحه اول مقاله
New QSAR combined strategy for the design of A1 adenosine receptor agonists
چکیده انگلیسی
Combined discriminant and regression analysis was carried out on a series of 167 A1 adenosine receptor agonists to identify the best linear and nonlinear models for the design of new compounds with a better biological profile. On the basis of the best linear discriminant analysis and both linear and nonlinear Multi Layer Perceptron neural networks regression, we have designed and synthesized 14 carbonucleoside analogues of adenosine. Their biological activities were predicted and experimentally measured to demonstrate the capability of our model to avoid the prediction of false positives. A good agreement was found between the calculated and observed biological activity.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Bioorganic & Medicinal Chemistry - Volume 16, Issue 4, 15 February 2008, Pages 1658-1675
نویسندگان
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